Case study of learning entropy for adaptive novelty detection in solid-fuel combustion control

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F68407700%3A21220%2F15%3A00234948" target="_blank" >RIV/68407700:21220/15:00234948 - isvavai.cz</a>
Result on the web
<a href="http://www.scopus.com/record/display.uri?eid=2-s2.0-84944446351&origin=resultslist&sort=plf-f&src=s&sid=32F121392E7CA953C72AADE14514019E.N5T5nM1aaTEF8rE6yKCR3A%3a1190&sot=autdocs&sdt=autdocs&sl=18&s=AU-ID%2825821639000%29&relpos=0&citeCnt=0&searchTerm=" target="_blank" >http://www.scopus.com/record/display.uri?eid=2-s2.0-84944446351&origin=resultslist&sort=plf-f&src=s&sid=32F121392E7CA953C72AADE14514019E.N5T5nM1aaTEF8rE6yKCR3A%3a1190&sot=autdocs&sdt=autdocs&sl=18&s=AU-ID%2825821639000%29&relpos=0&citeCnt=0&searchTerm=</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1007/978-3-319-18503-3_25" target="_blank" >10.1007/978-3-319-18503-3_25</a>

Result language
angličtina
Original language name
Case study of learning entropy for adaptive novelty detection in solid-fuel combustion control
Original language description
This paper deals with the case study of usability of the Learning Entropy approach for the adaptive novelty detection in MIMO dynamical systems. The novelty detection is studied for typical parameters of linear systems including time delay. The solid-fuel combustion process is selected as a representative of typical non-linear dynamic MIMO system. The complex mathematical model of a biomass-fired 100kW boiler is used for verification of the potentials of the proposed method, and the motivation for novelty detection in solid-fuel combustion processes is discussed in this paper.
Czech name
—
Czech description
—

Project
<a href="/en/project/TA02020836" target="_blank" >TA02020836: Research in Intelligent Methods for Economical-Environmental Control of 100 kW Residual Biomass Boiler Prototype</a><br>
Continuities
P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Publication year
2015
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
Intelligent Systems in Cybernetics and Automation Theory
ISBN
978-3-319-18502-6
ISSN
2194-5357
e-ISSN
—
Number of pages
11
Pages from-to
247-257
Publisher name
Springer International Publishing
Place of publication
Cham
Event location
internetová konference
Event date
Apr 27, 2015
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000364987600025

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